scb10x/typhoon2.1-gemma3-4b-gguf

Typhoon2.1-Gemma3-4B: Thai Large Language Model (Instruct)

Typhoon2.1-Gemma3-4B is a instruct Thai 🇹🇭 large language model with 4 billion parameters, a 128K context length, and function-calling capabilities. It is based on Gemma3 4B.

This repo contains gguf q4_k_m quantization of the original Typhoon2.1 4B.

Remark: This is text only model.

Performance

Use with llama.cpp

Install llama.cpp through brew (works on Mac and Linux)

brew install llama.cpp

Invoke the llama.cpp server or the CLI.

CLI:

llama-cli --hf-repo scb10x/typhoon2.1-gemma3-4b-gguf --hf-file typhoon2.1-gemma3-4b-q4_k_m.gguf -p "The meaning to life and the universe is"

Server:

llama-server --hf-repo scb10x/typhoon2.1-gemma3-4b-gguf --hf-file typhoon2.1-gemma3-4b-q4_k_m.gguf -c 2048

Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.

git clone https://github.com/ggerganov/llama.cpp

Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1 flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).

cd llama.cpp && LLAMA_CURL=1 make

Step 3: Run inference through the main binary.

./llama-cli --hf-repo scb10x/typhoon2.1-gemma3-4b-gguf --hf-file typhoon2.1-gemma3-4b-q4_k_m.gguf -p "The meaning to life and the universe is"

or

./llama-server --hf-repo scb10x/typhoon2.1-gemma3-4b-gguf --hf-file typhoon2.1-gemma3-4b-q4_k_m.gguf -c 2048